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1810.10612
Cited By
Continual Classification Learning Using Generative Models
24 October 2018
Frantzeska Lavda
Jason Ramapuram
Magda Gregorova
Alexandros Kalousis
VLM
BDL
CLL
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Papers citing
"Continual Classification Learning Using Generative Models"
33 / 33 papers shown
LoRA-Loop: Closing the Synthetic Replay Cycle for Continual VLM Learning
Kaihong Wang
Donghyun Kim
Margrit Betke
319
0
0
17 Jul 2025
LADA: Scalable Label-Specific CLIP Adapter for Continual Learning
Mao-Lin Luo
Zi-Hao Zhou
Tong Wei
Min-Ling Zhang
VLM
307
2
0
29 May 2025
Continual Cross-Modal Generalization
Yan Xia
Hai Huang
Minghui Fang
Zhou Zhao
CLL
289
1
0
01 Apr 2025
CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning
Sana Ayromlou
Teresa S. M. Tsang
Purang Abolmaesumi
Xiaoxiao Li
CLL
245
7
0
09 Jun 2024
A Methodology-Oriented Study of Catastrophic Forgetting in Incremental Deep Neural Networks
Ashutosh Kumar
Sonali Agarwal
D. J. Hemanth
233
0
0
11 May 2024
Brain-Inspired Continual Learning-Robust Feature Distillation and Re-Consolidation for Class Incremental Learning
Hikmat Khan
N. Bouaynaya
Ghulam Rasool
CLL
276
1
0
22 Apr 2024
Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters
Computer Vision and Pattern Recognition (CVPR), 2024
Jiazuo Yu
Yunzhi Zhuge
Lu Zhang
Ping Hu
Dong Wang
Huchuan Lu
You He
VLM
KELM
CLL
OODD
453
178
0
18 Mar 2024
Continual Forgetting for Pre-trained Vision Models
Computer Vision and Pattern Recognition (CVPR), 2024
Hongbo Zhao
Bolin Ni
Haochen Wang
Junsong Fan
Fei Zhu
Yuxi Wang
Yuntao Chen
Gaofeng Meng
Zhaoxiang Zhang
MU
VLM
350
22
0
18 Mar 2024
Continual Learning on Graphs: A Survey
Zonggui Tian
Duanhao Zhang
Hong-Ning Dai
330
13
0
09 Feb 2024
Enhanced Few-Shot Class-Incremental Learning via Ensemble Models
Mingli Zhu
Zihao Zhu
Sihong Chen
Chen Chen
Baoyuan Wu
CLL
349
8
0
14 Jan 2024
I3DOD: Towards Incremental 3D Object Detection via Prompting
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Wenqi Liang
Gan Sun
Chenxi Liu
Jiahua Dong
Kangru Wang
CLL
230
4
0
24 Aug 2023
The Importance of Robust Features in Mitigating Catastrophic Forgetting
International Symposium on Computers and Communications (ISCC), 2023
Hikmat Khan
N. Bouaynaya
Ghulam Rasool
203
9
0
29 Jun 2023
Adiabatic replay for continual learning
IEEE International Joint Conference on Neural Network (IJCNN), 2023
Alexander Krawczyk
A. Gepperth
210
5
0
23 Mar 2023
Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models
IEEE International Conference on Computer Vision (ICCV), 2023
Zangwei Zheng
Mingyu Ma
Kai Wang
Ziheng Qin
Xiangyu Yue
Yang You
CLL
VLM
424
107
0
12 Mar 2023
On Sequential Bayesian Inference for Continual Learning
Entropy (Entropy), 2023
Samuel Kessler
Adam D. Cobb
Tim G. J. Rudner
S. Zohren
Stephen J. Roberts
CLL
BDL
359
11
0
04 Jan 2023
Integral Continual Learning Along the Tangent Vector Field of Tasks
Tianlin Liu
Aditya Golatkar
Stefano Soatto
Alessandro Achille
CLL
256
3
0
23 Nov 2022
CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Yao Zhang
Haokun Chen
A. Frikha
Yezi Yang
Denis Krompass
Gengyuan Zhang
Jindong Gu
Volker Tresp
VLM
LRM
203
8
0
19 Nov 2022
Don't Stop Learning: Towards Continual Learning for the CLIP Model
Yuxuan Ding
Lingqiao Liu
Chunna Tian
Jingyuan Yang
Haoxuan Ding
CLL
VLM
KELM
226
71
0
19 Jul 2022
Online Continual Learning of End-to-End Speech Recognition Models
Interspeech (Interspeech), 2022
Muqiao Yang
Ian Lane
Shinji Watanabe
CLL
157
30
0
11 Jul 2022
Class Impression for Data-free Incremental Learning
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Sana Ayromlou
Purang Abolmaesumi
Teresa S. M. Tsang
Xiaoxiao Li
246
7
0
26 Jun 2022
An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions
M. Jehanzeb Mirza
Marc Masana
Horst Possegger
Horst Bischof
CLL
235
103
0
19 Apr 2022
CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection
Karim Guirguis
Ahmed Hendawy
George Eskandar
Mohamed Abdelsamad
Matthias Kayser
Jürgen Beyerer
134
20
0
11 Apr 2022
Adaptive Explainable Continual Learning Framework for Regression Problems with Focus on Power Forecasts
Yujiang He
AI4TS
CLL
177
3
0
24 Aug 2021
Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models
IEEE International Joint Conference on Neural Network (IJCNN), 2021
Muhammad Umer
R. Polikar
AAML
150
15
0
16 Feb 2021
Rethinking Experience Replay: a Bag of Tricks for Continual Learning
Pietro Buzzega
Matteo Boschini
Angelo Porrello
Simone Calderara
CLL
209
174
0
12 Oct 2020
Memory Efficient Class-Incremental Learning for Image Classification
Hanbin Zhao
Haibo Wang
Yongjian Fu
Leilei Gan
Xi Li
CLL
VLM
266
98
0
04 Aug 2020
Automatic Recall Machines: Internal Replay, Continual Learning and the Brain
Xu Ji
Joao Henriques
Tinne Tuytelaars
Andrea Vedaldi
KELM
253
11
0
22 Jun 2020
Improving VAE generations of multimodal data through data-dependent conditional priors
European Conference on Artificial Intelligence (ECAI), 2019
Frantzeska Lavda
Magda Gregorova
Alexandros Kalousis
123
7
0
25 Nov 2019
Continual Learning in Neural Networks
Rahaf Aljundi
CLL
203
42
0
07 Oct 2019
A continual learning survey: Defying forgetting in classification tasks
Matthias De Lange
Rahaf Aljundi
Marc Masana
Sarah Parisot
Xu Jia
A. Leonardis
Greg Slabaugh
Tinne Tuytelaars
CLL
KELM
320
258
0
18 Sep 2019
Online Continual Learning with Maximally Interfered Retrieval
Rahaf Aljundi
Lucas Caccia
Eugene Belilovsky
Massimo Caccia
Min Lin
Laurent Charlin
Tinne Tuytelaars
CLL
586
621
0
11 Aug 2019
A Classification Supervised Auto-Encoder Based on Predefined Evenly-Distributed Class Centroids
Qiuyu Zhu
Ruixin Zhang
BDL
DRL
164
37
0
01 Feb 2019
Lifelong Generative Modeling
Jason Ramapuram
Magda Gregorova
Alexandros Kalousis
BDL
CLL
461
129
0
27 May 2017
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